← back to rankingDG · Dollar General Corporation
Discount Stores · mkt cap $23.4B · calls: Q1 FY2026 vs Q4 FY2025
56.0 conviction · conf-adj 55
conf 5/10 🚀 reported partial
enthusiasm:21.0 · trend:8 · quantifies:5 · impact:0 · under_radar:14 · credibility:5 · business_impact:4 · disruption:0 · commitment:-4 · confirmation:3
Enthusiasm latest 7 / prev 6 (rising)
Dollar General's AI thesis is still early, but management is now explicitly positioning AI as an enterprise operating system for workflow productivity, customer engagement, shopping experience, decision automation, and cost efficiency. The most quantified AI-adjacent area is DG Media Network, tied to personalization, improved search, sponsored products, and gross margin contribution. Credibility is moderate: management gives concrete retail-media metrics, but does not quantify direct AI savings, productivity, revenue, or headcount impact.
GROUNDED NEXT-FY IMPACT vs CONSENSUS
Grounded on actual base — revenue $42.7B · net income $1.5B · net margin 3.5% · diluted EPS 6.85
These are next-fiscal-year annual uplift estimates, not next-quarter numbers.
Aggregate next-FY est. rev uplift: 0.2% · next-FY EPS uplift: 2.99% · vs analysts: inline · priced in: low (model's call-read: high; verdict above is the hard-data one used for ranking) · confidence: 5/10
| Claim | Figure | Arithmetic | Next-FY Rev % | Next-FY EPS % |
|---|
Retail media (DG Media Network) volume ~$170M (2025)
revenue | ~$170M | $170M / $42,724.37M rev = 0.398% rev. Management calls retail media 'highly accretive to gross margin', so above-corporate margin is justified; X flowed at current 3.54% net margin (=0.398% EPS), Y at ~40% incr net margin (=4.50% EPS). Both defensible -> averaged to ~2.45% EPS. NOTE: this $170M is FY2025 actual already embedded in the base and overlaps the 50bps margin claim, so it is NOT added on top in the aggregate. | 0.398 | 2.45 |
DG Media Network ~50 bps incremental gross-margin expansion over 3-4 yrs
cost | ~50 bps over 3-4 years | 50 bps * $42,724.37M rev = $213.62M incr gross profit at full ramp (SG&A held neutral -> pretax). After-tax @21% = $168.76M -> 11.16% EPS cumulative. Phasing next FY: X straight-line over 4yr (12.5 bps -> 2.79% EPS), Y over 3.5yr midpoint (14.3 bps -> 3.19% EPS); averaged -> ~13.4 bps -> ~2.99% EPS next FY. This is the forward bottom-line driver of the same DG Media Network business as the $170M above. | | 2.99 |
AI-driven SG&A efficiency / supply-chain & back-office AI
productivity · soft | unquantified ('modest','efficiencies') | No dollar/headcount/percent figure given; management guides to modest SG&A DELEVERAGE in 2026 as AI investment accelerates (a near-term cost, not a saving). Unanchored -> no number invented. | | |
Assumptions: Current revenue base $42,724.37M; current net income $1,512.31M; tax 21%. Retail media ($170M) is FY2025 actual already in the base, so it is excluded from the next-FY aggregate to avoid double-counting with the 50bps claim. Its EPS scale uses an averaged incremental margin (X: 3.54% corporate net; Y: 40% justified by 'highly accretive to gross margin'). The 50 bps gross-margin claim is treated as pretax (SG&A neutral) and phased straight-line over the ~3.5yr midpoint of the '3-4 year' window -> ~13.4 bps next FY. SG&A/AI efficiency is unquantified and excluded. DG is a pure AI/data ADOPTER; zero supplier-side AI revenue.
Top line: Small and indirect. Retail media volume of ~$170M is only ~0.40% of the $42.7B base and is a FY2025 actual already in the base; forward topline lift is just the network's growth, which management does not size (aggregate taken as ~0.2% to reflect uncertainty between 'in-base' and 'still-growing line'). No supplier-side AI revenue.
Bottom line: The real quantified lever is margin, not revenue: ~50 bps of DG Media Network gross-margin expansion = $213.6M pretax at full ramp ($168.8M after tax / ~11.2% EPS cumulative), but spread over 3-4 years it is only ~13 bps / ~$50M after tax / +~3.0% EPS next fiscal year. AI-driven SG&A efficiency is directionally real but unquantified, and 2026 carries modest SG&A deleverage as AI investment ramps, a near-term headwind.
Consensus already models revenue growth of ~4% and EPS growth comfortably above the ~3.0% next-FY EPS contribution from the phased 50bps media-margin program (and ~0.2-0.4% revenue line). The DG Media Network/retail-media initiative is a publicly flagged, multi-year, management-sized program analysts can already model, so the quantified AI math fits inside the consensus trajectory rather than exceeding it.
MODEL CONSENSUS (impact)
partial
Both agree adopter-side, 50bps margin is the real forward lever, ~3% next-FY EPS, inline vs consensus; differ on margin assumption and priced-in degree.
Conflicts reconciled
- est_eps_uplift_pct: X=2.79 vs Y=3.19 -> used 2.99 (avg of two defensible phasing assumptions)
- $170M eps_uplift_pct: X=0.398 vs Y=4.5 -> used 2.45 (avg; margin assumption differs, not in aggregate)
- est_rev_uplift_pct: X=0 vs Y=0.4 -> used 0.2 (avg; $170M is in-base but line still grows)
- priced_in: X=high vs Y=medium -> used high (more conservative; both note fit inside consensus) and lowered confidence 6->5
- supplier_rev_uplift_pct: X=0 vs Y=null -> used 0 (both confirm no supplier side)
| Field | Opus 4.8 | GPT-5.5 |
|---|
| Rev uplift % | 0.4 | 0 |
| EPS uplift % | 3.2 | 0.02789790882133371 |
| Priced in | medium | high |
| vs analysts | inline | inline |
| Confidence | 6 | 6 |
| Top line | Small and indirect. Retail media network volume of ~$170M is only 0.40% of the $42.7B revenue base, and that is a FY2025 actual already in the base — forward topline lift is just the network's growth, which mgmt does not size. DG is a pure AI/data ADOPTER (monetizing its own shopper base + internal efficiency); there is zero supplier-side AI revenue. | No quantified next-FY incremental revenue is modeled. The hard $170M DG Media Network volume equals 0.398% of current revenue, but it was a 2025 delivered figure already embedded in the base. |
| Bottom line | The real, quantified lever is margin, not revenue. The ~50 bps of DG Media Network gross-margin expansion = $213.6M pretax at full ramp ($168.8M / 11.2% EPS cumulative), but spread over 3-4 years it is only ~14 bps / ~$48M after tax / +3.2% EPS in the next fiscal year. AI-driven SG&A efficiency is real in direction but unquantified, and 2026 actually carries modest SG&A DELEVERAGE as AI investment ramps, so near-term it is a cost headwind partially offsetting the media-margin tailwind. | The counted next-FY impact is the phased 12.5 bps share of the 50 bps DG Media Network gross margin target: $53.405M pretax, $42.190M after tax, or 2.790% of current net income. Full 50 bps run-rate would be 11.159% EPS uplift, but over 3 to 4 years, not next FY. |
| Reasoning | Consensus already models EPS rising 6.577 (FY26) -> 7.232 (FY27), ~+10%, and revenue +4.2%. A ~3.2% next-FY EPS contribution from the phased 50bps media margin and a 0.40% revenue line fit comfortably inside that trajectory rather than exceeding it — the DG Media Network/retail-media program is a publicly flagged, multi-year initiative analysts can see, so most of it is reflected. Math points roughly in-line, not clearly above consensus. | Consensus from the current base to FY2027 implies revenue growth of 3.902% and EPS growth of 5.583% versus current EPS of $6.85. The quantified adopter AI math adds 0.000% next-FY revenue uplift and about 2.790% EPS uplift under straight-line phasing, which fits inside the public consensus EPS growth trajectory and is based on disclosed management margin targets analysts can already model. |
Rows highlighted where the two models disagreed.
QUANTIFICATIONS
Retail media network volume: approximately $170 million (2025, bottomline)
“In 2025, as partners continue seeking access to our unique customer base, we delivered approximately $170 million in retail media network volume, which is highly accretive to gross margin.”
DG Media Network incremental gross margin expansion target: approximately 50 basis points (over the next 3 to 4 years, bottomline)
“In total, over the next 3 to 4 years, we expect these combined initiatives will contribute at least 120 basis points of gross margin improvement, including approximately 50 basis points from our DG Media Network.”
DG Media Network incremental margin expansion target: 50 basis points (over the next 3 to 4 years, bottomline)
“We also expect DG media network will be a meaningful contributor over time. 50 basis points of incremental margin expansions we are targeting over the next 3 to 4 years.”
PAST (realized)
- In 2025, as partners continue seeking access to our unique customer base, we delivered approximately $170 million in retail media network volume, which is highly accretive to gross margin.
- Overall, we are making meaningful progress advancing our AI goals.
- These steps have allowed us to accelerate adoption of high value use cases and we believe will improve how we engage with customers and how they shop with us as well as drive greater cost efficiencies throughout the business.
CURRENT (now)
- Additionally, while we are still early in our AI journey, we are building an AI operating system for the enterprise.
- Including creating shared enterprise wide foundations and building momentum around new AI operating models.
- Building on the growth within this ecosystem, 1 of the most significant components of our digital initiative is our DG media network.
- Which enables a more personalized experience for our customers while delivering a higher return on ad spend for our partners.
FORWARD (guidance)
- On the expense side, we still expect modest SG&A deleverage in 2026 even as we plan to accelerate investments in key initiatives, including AI.
- We believe that over time, these efforts can improve our customer-facing applications while accelerating our value delivery, decision automation and continuous process improvement, lowering SG&A per unit of work and driving efficiency and processes throughout the organization.
- But I would tell you, they're squarely focused on 2 big areas, one being the customer and driving more sales and profitability with the customer, but also number two, the efficiencies that will come with -- through our supply chain, through our stores and, of course, all back of house with AI.
- So that should be a nice top spin as we move over the next couple of years as well.
- Our DG media network strategy is focused on accelerating on-site performance through improve search, sponsored products, and a stronger ecommerce experience.
TRACK RECORD — PROMISE vs DELIVERY
50/100 track record too-early 6 calls reviewed
Dollar General makes almost no quantified AI claims; its one AI-substance quantified target — the DG Media Network's ~50 bps gross-margin contribution over 3-4 years (introduced Q4 FY2025) — is brand-new and not yet due, so there is no judgeable AI promise-vs-delivery track record yet.
DG Media Network (retail-media personalization / ad-ranking engine) to contribute ~50 bps of gross-margin expansion over the next 3-4 years — promised Q4 FY2025
too-early Re-affirmed in Q1 FY2026 as still 'early in its maturity curve'; the FY2028-29 window has not arrived and no measured contribution has been disclosed
PRICED-IN (REFINED)
LOW (room left)Est. revisions falling · Fwd P/E 16.2 · EV/Sales 0.9x
AI claim maps to Consumables, Seasonal, Home Products
Estimate signals are falling: recent rating mix has not migrated upward and the last-month price target average of 111 is well below the last-quarter and last-year averages. Valuation is not stretched for a mature discount retailer at 16.2x forward earnings and 0.9x EV/Sales, so the market does not appear to be paying a premium for AI upside. Any AI efficiency claim would most plausibly flow through store operations, inventory, shrink, and merchandising across Consumables, Seasonal, and Home Products, leaving room for upside if it improves margins or execution.
COVERAGE — ENTHUSIASM TRAJECTORY + CATALYSTS
1Q4 FY20241Q1 FY20251Q2 FY20251Q3 FY20251Q4 FY20251Q1 FY2026
AI enthusiasm across 6 calls — trend → flat
AI remained absent; management focused on value, stores, shrink, inventory, pricing, and digital presence without AI-specific initiatives.
RECENT AI CATALYSTS & NEWS
BUSINESS IMPACT - QUALITATIVE MATERIALITY
5/10 qualitative impact moderate medium-term · mixed evidence
Where AI matters: retail media, store operations, supply chain and SG&A productivity
AI could matter through DG Media Network personalization/search/sponsored products and through inventory, supply-chain, store simplification, and back-office automation, but the only sized lever is an AI-adjacent retail-media margin target rather than direct AI savings. Management calls the enterprise AI operating system early, and 2026 still includes SG&A deleverage from investment, so this is useful but not yet a core-model transformation.
Caveats: AI benefits are mostly unproven and not separately quantified; DG Media Network contribution is AI-adjacent and may overlap with broader retail-media execution rather than pure AI; Near-term SG&A deleverage means AI investment may precede savings; Execution risk in applying AI across stores, inventory, supply chain, and customer apps
AI DISRUPTION / CANNIBALIZATION RISK tailwind · 1/10
AI does not commoditize Dollar General's core offering of low-priced convenience retail, local store access, consumables, and merchandising execution. The bigger AI risk is competitors using better automation and personalization, not AI automating away DG's revenue model.
OPTIONS / MARKET STRUCTURE
option liquidity: good
proxy inputs — dollar-ADV $381M · beta 0.282 · px $106.37
source: proxy (no options chain on FMP)
FMP /stable/ exposes no options-chain endpoint on this key, so ATM IV, bid-ask spread and open interest are unavailable. Liquidity below is a PROXY from dollar-ADV, beta and price level (a stand-in for option depth), not measured option-market data.
CONFIRMATION — INSIDERS · 13F · LANGUAGE
Mixed — insiders selling, institutions adding, management language 3/10 hedged.
INSIDERS selling 8 open-market sell(s) vs 0 buy(s) — net distribution
INSTITUTIONS (13F) adding as of 2026-03-31: 135 new / 162 closed positions; 585 increased / 391 reduced; institutional ownership -0.10pp; -23 net 13F holders
MGMT LANGUAGE 3/10 hedged AI receives only a passing mention; wording implies investment intent but gives no use cases, metrics, timeline, or business impact.
commit “we plan to accelerate investments in key initiatives, including AI”
VERBATIM AI QUOTES
“On the expense side, we still expect modest SG&A deleverage in 2026 even as we plan to accelerate investments in key initiatives, including AI.”
— Donny Lau, Q1 FY2026
“We continue to pursue opportunities to drive greater efficiencies while lowering costs across the organization, including increased supply chain productivity, further simplification in our stores, inventory optimization, and increased use of artificial intelligence.”
— Todd J. Vasos, Q1 FY2026
“Additionally, while we are still early in our AI journey, we are building an AI operating system for the enterprise.”
— Todd J. Vasos, Q1 FY2026
“Focused on reshaping, our workflows to improve productivity, and enablement.”
— Todd J. Vasos, Q1 FY2026
“Overall, we are making meaningful progress advancing our AI goals.”
— Todd J. Vasos, Q1 FY2026
“Including creating shared enterprise wide foundations and building momentum around new AI operating models.”
— Todd J. Vasos, Q1 FY2026
“These steps have allowed us to accelerate adoption of high value use cases and we believe will improve how we engage with customers and how they shop with us as well as drive greater cost efficiencies throughout the business.”
— Todd J. Vasos, Q1 FY2026
“As we look to drive future growth in this area, we are focused on scaling our delivery options personalizing the experience for customers, and growing the DG media network.”
— Todd J. Vasos, Q1 FY2026
“Building on the growth within this ecosystem, 1 of the most significant components of our digital initiative is our DG media network.”
— Todd J. Vasos, Q1 FY2026
“Which enables a more personalized experience for our customers while delivering a higher return on ad spend for our partners.”
— Todd J. Vasos, Q1 FY2026
“Our DG media network strategy is focused on accelerating on-site performance through improve search, sponsored products, and a stronger ecommerce experience.”
— Todd J. Vasos, Q1 FY2026
“Finally, while we are still early in our AI journey, we are building an AI operating system for the enterprise focused on reshaping our workflows to improve productivity and enablement.”
— Todd Vasos, Q4 FY2025
“We believe that over time, these efforts can improve our customer-facing applications while accelerating our value delivery, decision automation and continuous process improvement, lowering SG&A per unit of work and driving efficiency and processes throughout the organization.”
— Todd Vasos, Q4 FY2025
“On that SG&A rate, in that long-term framework, AI is not contemplated within that framework.”
— Todd Vasos, Q4 FY2025
“And we've got a nice jump start there.”
— Todd Vasos, Q4 FY2025
“But I would tell you, they're squarely focused on 2 big areas, one being the customer and driving more sales and profitability with the customer, but also number two, the efficiencies that will come with -- through our supply chain, through our stores and, of course, all back of house with AI.”
— Todd Vasos, Q4 FY2025
“So that should be a nice top spin as we move over the next couple of years as well.”
— Todd Vasos, Q4 FY2025
“As we look to drive future growth, we are focused on scaling our delivery options, personalizing the experience for our customers and growing the DG Media Network.”
— Todd Vasos, Q4 FY2025
“As we see continued growth in our digital properties, one of the most significant components of our digital initiative is our DG Media Network, which enables a more personalized experience for our customers while delivering a higher return on ad spend for our partners.”
— Todd Vasos, Q4 FY2025
“Our DG Media Network strategy is focused on accelerating on-site performance through improved search, sponsored products and a stronger e-commerce experience while expanding our ability to capture emerging off-site spends across social, connected TV and video.”
— Todd Vasos, Q4 FY2025
“In 2025, as partners continue seeking access to our unique customer base, we delivered approximately $170 million in retail media network volume, which is highly accretive to gross margin.”
— Todd Vasos, Q4 FY2025
ANALYST QUESTIONS ON AI
Q (Q4 FY2025, Simeon Gutman): As a follow-up to that last question, if you put the marginal together, we just don't have the interest, but it looks like it's kind of flattish year-over-year, maybe up a little bit. So if you look at operating margin, if you can just speak to that.
A: On that SG&A rate, in that long-term framework, AI is not contemplated within that framework. And we've got a nice jump start there. And more to come as we continue to unfold the AI initiatives here at Dollar General.
Q (Q4 FY2025, Katharine McShane): We were wondering with regards to the delivery that you've been so successful at rolling out. It has seemed fairly seamless. But we wondered what you've had to do on your end to ensure the customer experience has continued to be positive.
A: We're also very focused on the digital experience for the customer. And so we have enhancements that are coming out that I think our customers are going to be very excited about, including an improved and expanded search capability, which is very important for the customer. It's also important for the media network.
Q (Q1 FY2026, None): No analyst question directly addressed AI, personalization, search, sponsored products, or intelligent automation.
A: N/A